Installation
Copy the prompt below and send it to your AI assistant (e.g. Claude Code) — it will follow the instructions and install automatically.
Install the "ad-test-designer" skill by following the instructions at https://skill123.me/install/ad-test-designer.
Run in your terminal — downloads and installs to ~/.claude/skills/.
curl -fsSL https://skill123.me/install/ad-test-designer.sh | bash
Download the zip and extract it into your skills directory (e.g. ~/.claude/skills/), then restart your session.
⬇ Download v1.0.0 · 9 KBAbout this skill
Overview
Use when the user asks to "design an A/B test", "set up a creative/landing test", "run an incrementality test", or "is this result statistically and practically material?"; produces a hypothesis, variant matrix, sample-size/duration/power plan, and a documented effect/uncertainty read from own exported results. It applies only a precommitted owner-approved action rule; the statistical helper never chooses a business action. Not for producing variants — use ad-creative-builder; not for reading back one shipped change — use paid-measurement-loop. 广告AB测试设计/实验设计/显著性判定/增效测试
Source
- Repo: https://github.com/aaron-he-zhu/aaron-marketing-skills
- Path: ad/orchestrate/ad-test-designer
Evaluation
AI-evaluated 2026-09-03: Rigorous experiment-design workflow: falsifiable hypotheses, one-variable matrices, precommitted alpha/power/MDE, correct test selection (z-test, Mann-Whitney, bootstrap), provenance labels, and immutable binding checks. Niche and demanding of inputs, but safety stands out: statistical flags never auto-convert to actions without a precommitted owner-approved rule.